• Journal of the Korean Data and Information Science Society
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• v.26 no.3
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• pp.631-638
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• 2015

In this paper, we configured the panel data of four years using the information of Higher Education In Korea (2010~2013) and studied the influence of tuition and scholarships on the stop-out rate of national university and private university separately through a panel analysis. Three models are implemented considering various variables suck as faculty-student ratios, employment rate, per pupil expenditure, average tuition, and per pupil scholarship. This study showed that the lower net tuition and the higher per pupil off-campus scholarship lowered the stop-out rate at national universities and the lower tuition and the higher per pupil scholarship lowered the stop-out rate at private universities.

• Journal of the Korea Academia-Industrial cooperation Society
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• v.16 no.8
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• pp.5240-5249
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• 2015

This study aimed to explore the supervisors' qualification and roles and to analyze the possible policy directions related to supervision for the efficient educational practice aid. 6 field teachers who experienced educational practice aid, participated in the in-depth interviews from April to May 2015. The participants reported that 5 field career and PhD qualification were needed for supervisors. Also, supervisors were expected to be 'relationship-oriented counselors' who were comfortable and tried to keep secrets. The participants felt the needs for a policy of educational practice aid, supervising and for this, financial matter and clear role description should be solved out.

• Korean Journal of Social Welfare Studies
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• v.40 no.3
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• pp.99-124
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• 2009

This study investigates the problems of welfare decentralization reform implemented by Roh Mu-Hyun Administration and examines a policy direction for improving the decentralization. The reform has caused various problems. Local governments have suffered from heavy financial burden. Some social services, devolved into local governments, have not adequately provided as before. In addition, fiscal disparity among localities has increased. To deal with these problems, experts have proposed several plans, such as restoring the devolved programs to national subsidy programs, inventing a new social welfare grant, or introducing block grants. This study suggests that some of the devolved welfare programs should be restored to the national subsidies, since they cannot be maintained properly by local governments. Also, we need to adjust financial responsibilities between the central and local government in the national subsidy programs. Introducing block grant can be one satisfying solution to enhance local autonomy while maintaining the financial responsibility of central government. In some national subsidy programs, the financial contribution by the central government should be increased to alleviate financial burden of local governments.

• Korean Journal of Social Welfare Studies
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• v.42 no.2
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• pp.97-122
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• 2011

After global economic crisis, most countries increased the welfare expenditure as a part of stimulus package. As a However welfare expenditure was decreased radically as the crisis was transmitted into the financial crisis. Which turning point is the welfare state going through now? Although the need for the welfare and the role of the state to take responsibility of public welfare has increased because of poverty and polarization, responses of the state against the crisis had focused on the aid to the financial industry and cutting taxes and showed limitations in coordination. Financial limitation of welfare expenditure, political individualism, the change of class politics and the mixture of the welfare institutions and financial institutions make have a pessimistic prospect of the retrenchment to the minimalist welfare state. As neoliberal state is continued cash benefits mainly for the middle class is being decreased. As a result, the direction the welfare states pursue is prospected to win over the poor by strengthening selectivity in welfare provision rather than class coordination.

• Journal of Digital Convergence
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• v.15 no.7
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• pp.259-269
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• 2017

This study analyzed medical aid case management effects based on the number of access by visits, phone calls, letters, internal investigation, resource links, and requests, in medical aid case management business that is carried out to improve the quality of life of medical care beneficiaries and reduce financial cost. Secondary analysis study using data of 564 high-risk group in the medical aid case management and their healthcare utilization data. Letters had positive correlations with the scores of all case management domains. The higher visits was, the lower the score of self-health care ability was, and the higher the number of phone calls was, the higher the score for reasonable medical use was. While there was no significant difference in medical cost according to aid management by interventions, the higher visits and resource links were, the lower the subjects' total number of payment days was. There is a difference in the various areas of the quality of health -related life and medical use depending on case management by intervention method and its number. It is necessary to carry out the efficient number of access to case management by intervention method.

• 한국체육학회지인문사회과학편
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• v.54 no.3
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• pp.315-325
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• 2015

Because our country was currently carrying out of municipality, a local independent athletic policy was required. The purpose of this study was to identify what extent athletic budget apportioned from the government, and review how to allocate a reasonable budget for each local government. We investigated detailed current situation of policy through literature review. Based on the athletic budget of the central government, financial independence rate of local governments, the results of 2012 London Olympics, and etc, the conclusions are as follows. (1) It should be increased more the athletic budget of the government. In addition, it should be stopped that the proceeds generated from the sports business is supported in unrelated sports sector. (2) It should be supported by considering the financial independence rate of local government and local characteristics. (3) It should be supported by the different rate based on a fair assessment results of each sports group. (4) Sports for all aid projects should be transformed into quality-based aid increasing the actual value from quantity-based support. (5) It should establish the valid principles and standards that can be fair distribution of athletic finances.

• Health Policy and Management
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• v.20 no.4
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• pp.58-73
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• 2010

Background : Cancer is a disease that not only places a significant burden on patients clinically but also requires significant expense for diagnosis and treatment. Although the cancer coverage of health insurance has recently been expended, the need for financial assistance among cancer patients and their families is still expected to be significant. In this study, cancer patients' need for financial assistance in Korea was examined and its influence factors were analyzed. Methods : Target study subjects were those who are over 18 years of age and were diagnosed with cancer more than four months prior at the National Cancer Center and 9 Regional Cancer Centers in Korea during the period from July to August of 2008. Quarter sampling was conducted according to the ratio of the type of each cancer. A face to face interview survey was conducted. A total of 2,661 cancer patients finished the survey. Medical charts were reviewed in order to obtain the cancer type and SEER stage of cancer patients. An ordered logistic regression model was used to examine the level of need for financial assistance according to the demographical, clinical, and socio-economic variables of cancer patients. Result : The percentage of cancer patients who needed financial assistance was 69.0%, and 36.9% needed significant financial assistance. The need for financial assistance was perceived to be greater in males, younger age group, low income group, low education group, medical aid recipients, those who were diagnosed recently, those with a low level of quality of life measured through EQ5D, and those with decreased income after cancer diagnosis. Conclusion : In spite of the current policy to increase health insurance coverage, the majority of cancer patients and their families in Korea still need financial assistance due to cancer. In particular, there were more vulnerable groups, such as the low income, or low education group. In the future, policies that focus on the disadvantaged, which strengthen social security, should be considered for achievement of a substantially better quality of life for cancer patients and their families.

• Journal of the Korea Society of Computer and Information
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• v.28 no.8
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• pp.21-30
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• 2023

The study proposes a model that utilizes Python-based deep learning text classification techniques to detect the legality of illegal financial advertising posts on the internet. These posts aim to promote unlawful financial activities, including the trading of bank accounts, credit card fraud, cashing out through mobile payments, and the sale of personal credit information. Despite the efforts of financial regulatory authorities, the prevalence of illegal financial activities persists. By applying this proposed model, the intention is to aid in identifying and detecting illicit content in internet-based illegal financial advertisining, thus contributing to the ongoing efforts to combat such activities. The study utilizes convolutional neural networks(CNN) and recurrent neural networks(RNN, LSTM, GRU), which are commonly used text classification techniques. The raw data for the model is based on manually confirmed regulatory judgments. By adjusting the hyperparameters of the Korean natural language processing and deep learning models, the study has achieved an optimized model with the best performance. This research holds significant meaning as it presents a deep learning model for discerning internet illegal financial advertising, which has not been previously explored. Additionally, with an accuracy range of 91.3% to 93.4% in a deep learning model, there is a hopeful anticipation for the practical application of this model in the task of detecting illicit financial advertisements, ultimately contributing to the eradication of such unlawful financial advertisements.

• Journal of the Korea Institute of Information Security & Cryptology
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• v.25 no.6
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• pp.1525-1540
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• 2015

Due to a rapid advancement in the electronic commerce technology, the payment method varies from cash to electronic settlement such as credit card, mobile payment and mobile application card. Therefore, financial fraud is increasing notably for a purpose of personal gain. In response, financial companies are building the FDS (Fraud Detection System) to protect consumers from fraudulent transactions. The one of the goals of FDS is identifying the fraudulent transaction with high accuracy by analyzing transaction data and personal information in real-time. Data mining techniques are providing great aid in financial accounting fraud detection, so it have been applied most extensively to provide primary solutions to the problems. In this paper, we try to provide an overview of the research on data mining based fraud detection. Also, we classify researches under few criteria such as data set, data mining algorithm and viewpoint of research.

• Journal of the Korean housing association
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• v.21 no.5
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• pp.43-50
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• 2010

Although the government financial aid is insufficient and the lack of programs and facilities prevent it from developing and activation in the rural local society, welfare centers for the aged are formed an ever-greater part of the leisure and welfare facility for the aged in rural areas. As a result, the objectives of this study are to investigate and identify the actual conditions of use by the aged and the degree of satisfaction for welfare centers for the aged in Uiseong district. The results of this study are as follows. In the survey sample characteristics based on a total of 303 survey, the percentage of women (55.2%) was much higher than men (44.8%), average age is 73.3 years old. According to the results of the analysis, most important motivation is for health and making friends, and major useful facilities and programs are related to physical activities, sing a song and rehabilitation. From the results of the overall satisfaction, positive promotions and sufficient aid are required for the aged in the rural local society. Further any programs developed internally are required to promote and activate the leisure activity programs for the aged.